Which efficient solution in multi objective programming problem should be taken?
In practical problems, which can be stated in the form of multi objective programming problem, we have usually a large set of efficient solutions. So, which solution from this set should be taken, appears as a natural question here. In the paper we propose some sustainable principles and simple nume...
Gespeichert in:
| Veröffentlicht in: | Central European journal of operations research Jg. 29; H. 3; S. 967 - 987 |
|---|---|
| Hauptverfasser: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.09.2021
Springer Springer Nature B.V |
| Schlagworte: | |
| ISSN: | 1435-246X, 1613-9178 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | In practical problems, which can be stated in the form of multi objective programming problem, we have usually a large set of efficient solutions. So, which solution from this set should be taken, appears as a natural question here. In the paper we propose some sustainable principles and simple numerical method for such choice. The method respects aspirations and priorities of decision makers and enables iterations for possible improvement of the solution. In this way decision makers can clearly understand why a particular solution is obtained and when and how it can be improved. The features of the method are explained by a practical example. An applications to bilevel programming problems are also presented, where the both side mapping, between the set of efficient solutions and the set of all possible priorities, is shown. It is illustrated in detail through several linear and nonlinear examples. |
|---|---|
| AbstractList | In practical problems, which can be stated in the form of multi objective programming problem, we have usually a large set of efficient solutions. So, which solution from this set should be taken, appears as a natural question here. In the paper we propose some sustainable principles and simple numerical method for such choice. The method respects aspirations and priorities of decision makers and enables iterations for possible improvement of the solution. In this way decision makers can clearly understand why a particular solution is obtained and when and how it can be improved. The features of the method are explained by a practical example. An applications to bilevel programming problems are also presented, where the both side mapping, between the set of efficient solutions and the set of all possible priorities, is shown. It is illustrated in detail through several linear and nonlinear examples. |
| Audience | Academic |
| Author | Matejaš, Josip Mlinarić, Danijel Perić, Tunjo |
| Author_xml | – sequence: 1 fullname: Matejas, Josip – sequence: 2 fullname: Peric, Tunjo – sequence: 3 fullname: Mlinaric, Danijel |
| BookMark | eNp9kV1rHSEQhqUk0Hz0D_RK6G02Vddd3asSQvoBgfSiIb0T1zO7x9NdTdQt5N93TreQJhdBdAZ5H2fG95gchBiAkPecnXPG1MfMGcaKCdxMcV3xN-SIt7yuOq70Aeaybioh259vyXHOO8YE71h7RL7fbb3bUhgG7zyEQnOcluJjoD7QeZmKp7HfgSv-N9D7FMdk59mHcZ_3E8w0b-MybWgPtNhfED6dksPBThne_Ysn5Pbz1Y_Lr9X1zZdvlxfXlZO6KZUGUI71TEjROiWZdVq0fcd5LQeotau5EBum3ACqBcUZYAa6Bw5ts-lrWZ-QD-u72MjDArmYXVxSwJJGNLLRTOK0qDpfVaOdwPgwxJKsw7WB2Tv8w8Hj_YVirex0JxsEzv4D-iX7ABmP7MdtyaNdcn4uF6vcpZhzgsHcJz_b9Gg4M3tnzOqMQWfMX2cMR0i_gJwvdv_p2JyfXkfrFc1YJ4yQnqZ-hfoDF_OkYA |
| CitedBy_id | crossref_primary_10_1007_s10100_021_00752_7 |
| Cites_doi | 10.1007/BF01584098 10.1109/TEVC.2017.2712906 10.1007/978-3-642-45511-7 10.1007/s10100-018-0543-x 10.1109/TEVC.2015.2443057 10.1029/WR011i002p00208 10.1007/BF01584088 10.1007/978-1-4684-8395-6 10.1137/0913069 10.1007/978-3-642-48782-8_35 10.1007/s10100-016-0443-x 10.1287/mnsc.20.11.1442 10.1016/j.apm.2009.11.004 10.1016/S0165-0114(02)00362-7 10.1016/S0305-0548(02)00061-8 10.1016/j.fss.2009.02.022 10.1016/0377-2217(92)90124-R 10.1016/j.ejor.2005.08.024 10.1016/j.ejor.2006.09.053 10.1007/978-1-4613-0307-7_6 10.1016/j.amc.2014.06.050 |
| ContentType | Journal Article |
| Copyright | Springer-Verlag GmbH Germany, part of Springer Nature 2021 COPYRIGHT 2021 Springer Springer-Verlag GmbH Germany, part of Springer Nature 2021. |
| Copyright_xml | – notice: Springer-Verlag GmbH Germany, part of Springer Nature 2021 – notice: COPYRIGHT 2021 Springer – notice: Springer-Verlag GmbH Germany, part of Springer Nature 2021. |
| DBID | AAYXX CITATION N95 3V. 7SC 7TB 7WY 7WZ 7XB 87Z 8AL 8AO 8FD 8FE 8FG 8FK 8FL ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BEZIV BGLVJ CCPQU DWQXO FR3 FRNLG F~G GNUQQ H8D HCIFZ JQ2 K60 K6~ K7- KR7 L.- L6V L7M L~C L~D M0C M0N M7S P5Z P62 PHGZM PHGZT PKEHL PQBIZ PQBZA PQEST PQGLB PQQKQ PQUKI PTHSS Q9U |
| DOI | 10.1007/s10100-020-00718-1 |
| DatabaseName | CrossRef Gale Business: Insights ProQuest Central (Corporate) Computer and Information Systems Abstracts Mechanical & Transportation Engineering Abstracts ProQuest ABI/INFORM Collection ABI/INFORM Global (PDF only) ProQuest Central (purchase pre-March 2016) ABI/INFORM Collection Computing Database (Alumni Edition) ProQuest Pharma Collection Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) ABI/INFORM Collection (Alumni Edition) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Computer Science Collection ProQuest Central Essentials ProQuest Central Business Premium Collection Technology collection ProQuest One Community College ProQuest Central Engineering Research Database Business Premium Collection (Alumni) ABI/INFORM Global (Corporate) ProQuest Central Student Aerospace Database SciTech Premium Collection ProQuest Computer Science Collection ProQuest Business Collection (Alumni Edition) ProQuest Business Collection Computer Science Database Civil Engineering Abstracts ABI/INFORM Professional Advanced ProQuest Engineering Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional ABI/INFORM Global Computing Database Engineering Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic ProQuest One Academic Middle East (New) ProQuest One Business (UW System Shared) ProQuest One Business (Alumni) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition Engineering collection ProQuest Central Basic |
| DatabaseTitle | CrossRef ProQuest Business Collection (Alumni Edition) Computer Science Database ProQuest Central Student ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts SciTech Premium Collection ABI/INFORM Complete ProQuest One Applied & Life Sciences ProQuest Central (New) Engineering Collection Advanced Technologies & Aerospace Collection Business Premium Collection ABI/INFORM Global Engineering Database ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest Business Collection ProQuest One Academic UKI Edition Engineering Research Database ProQuest One Academic ProQuest One Academic (New) ABI/INFORM Global (Corporate) ProQuest One Business Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic ProQuest One Academic Middle East (New) Mechanical & Transportation Engineering Abstracts ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest Pharma Collection ProQuest Central ABI/INFORM Professional Advanced Aerospace Database ProQuest Engineering Collection ProQuest Central Korea Advanced Technologies Database with Aerospace ABI/INFORM Complete (Alumni Edition) Civil Engineering Abstracts ProQuest Computing ABI/INFORM Global (Alumni Edition) ProQuest Central Basic ProQuest Computing (Alumni Edition) ProQuest SciTech Collection Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database Materials Science & Engineering Collection ProQuest One Business (Alumni) ProQuest Central (Alumni) Business Premium Collection (Alumni) |
| DatabaseTitleList | ProQuest Business Collection (Alumni Edition) |
| Database_xml | – sequence: 1 dbid: BENPR name: AUTh Library subscriptions: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1613-9178 |
| EndPage | 987 |
| ExternalDocumentID | A706498945 10_1007_s10100_020_00718_1 |
| GeographicLocations | Croatia |
| GeographicLocations_xml | – name: Croatia |
| GroupedDBID | -57 -5G -BR -EM -Y2 -~C .86 .VR 06D 0R~ 0VY 203 29B 2J2 2JN 2JY 2KG 2KM 2LR 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5GY 5VS 67Z 6NX 7WY 8AO 8FE 8FG 8FL 8TC 8UJ 8VB 95- 95. 95~ 96X AAAVM AABHQ AABXT AACDK AAHNG AAIAL AAJBT AAJKR AANZL AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDZT ABECU ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACSNA ACZOJ ADHHG ADHIR ADINQ ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMOZ AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHQJS AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ AKVCP ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARAPS ARMRJ ASPBG AVWKF AXYYD AYQZM AZFZN AZQEC B-. BA0 BAPOH BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ BSONS CAG CCPQU COF CS3 CSCUP DDRTE DNIVK DPUIP DWQXO EBA EBLON EBO EBR EBS EBU EIOEI EJD EMK EPL ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GROUPED_ABI_INFORM_COMPLETE GXS H13 HCIFZ HF~ HG5 HG6 HLICF HMJXF HQYDN HRMNR HVGLF HZ~ IAO IHE IJ- IKXTQ IOF ISM ITC IWAJR IXC IXD IXE IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K1G K60 K6V K6~ K7- KDC KOV L6V LLZTM M0C M0N M4Y M7S MA- N2Q N95 NB0 NPVJJ NQJWS NU0 O9- O93 O9G O9J OAM P2P P62 P9M PF0 PQBIZ PQBZA PQQKQ PROAC PT4 PTHSS Q2X QOS QWB R89 R9I ROL RPX RSV S16 S1Z S27 S3B SAP SBE SDH SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 TH9 TSG TSK TSV TUC U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 Z81 ZL0 ZMTXR ~8M AAPKM AAYXX ABBRH ABDBE ABFSG ABRTQ ACSTC ADHKG AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP AMVHM ATHPR AYFIA BAAKF CITATION PHGZM PHGZT PQGLB 7SC 7TB 7XB 8AL 8FD 8FK FR3 H8D JQ2 KR7 L.- L7M L~C L~D PKEHL PQEST PQUKI Q9U |
| ID | FETCH-LOGICAL-c485t-8ee7c0b02426c740ac826b91134fe38c3122d07cfe76e710ecfee8be1e65db343 |
| IEDL.DBID | BENPR |
| ISICitedReferencesCount | 1 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000612265700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 1435-246X |
| IngestDate | Tue Nov 25 13:21:10 EST 2025 Sat Nov 29 10:10:40 EST 2025 Sat Nov 29 09:05:11 EST 2025 Sat Nov 29 02:57:33 EST 2025 Tue Nov 18 21:43:46 EST 2025 Fri Feb 21 02:47:56 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Keywords | Multi objective programming problem Bilevel programming problem Efficient solution Aspiration Priority |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c485t-8ee7c0b02426c740ac826b91134fe38c3122d07cfe76e710ecfee8be1e65db343 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0002-4342-0633 |
| PQID | 2545804246 |
| PQPubID | 46921 |
| PageCount | 21 |
| ParticipantIDs | proquest_journals_2545804246 gale_infotracacademiconefile_A706498945 gale_businessinsightsgauss_A706498945 crossref_primary_10_1007_s10100_020_00718_1 crossref_citationtrail_10_1007_s10100_020_00718_1 springer_journals_10_1007_s10100_020_00718_1 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-09-01 |
| PublicationDateYYYYMMDD | 2021-09-01 |
| PublicationDate_xml | – month: 09 year: 2021 text: 2021-09-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Berlin/Heidelberg |
| PublicationPlace_xml | – name: Berlin/Heidelberg – name: Heidelberg |
| PublicationSubtitle | CEJOR |
| PublicationTitle | Central European journal of operations research |
| PublicationTitleAbbrev | Cent Eur J Oper Res |
| PublicationYear | 2021 |
| Publisher | Springer Berlin Heidelberg Springer Springer Nature B.V |
| Publisher_xml | – name: Springer Berlin Heidelberg – name: Springer – name: Springer Nature B.V |
| References | Benayoun, de Montgolfier, Tergny, Larichev (CR4) 1971; 1 MacCrimmon, Cochrane, Zeleny (CR21) 1973 CR15 Bell, Keeney, Raiffa (CR3) 1977 Matejaš, Perić (CR22) 2014; 243 Sinha, Malo, Deb, Korhonen, Wallenius (CR32) 2016; 20 Sinha (CR31) 2003; 136 Lai, Hwang (CR19) 1996 Mishra (CR24) 2007; 183 Sinha (CR30) 2003; 30 Lee (CR20) 1972 Perić, Babić, Rešić, Mladenović, Sifaleras, Kuzmanović (CR27) 2019 Figueira, Greco, Ehrgott (CR11) 2005 Sinha, Malo, Deb (CR33) 2018; 22 Baky (CR2) 2010; 34 Hwang, Masud (CR16) 1979 Starr, Zeleny (CR34) 1977 Fishburn (CR13) 1974; 20 Ignizio (CR17) 1976 Yu (CR37) 1985 CR8 Fandel, Spronk (CR10) 1985 CR9 Lachwani (CR18) 2014; 51 Baky (CR1) 2009; 160 Perić, Babić, Matejaš (CR26) 2018; 26 Steuer (CR35) 1985 Pramanik, Roy (CR28) 2007; 176 CR23 Cohon, Marks (CR7) 1975; 11 Chankong, Haimes (CR5) 1983 Filatovas, Lančinskas, Kurasova, Žilinskas (CR12) 2017; 25 Osman, Gadalla, Zeanedean, Rabie (CR25) 2013; 3 Roy (CR29) 1971; 1 Zionts, Fandel, Gal (CR38) 1980 Charnes, Cooper (CR6) 1961 Wen, Hsu (CR36) 1991; 62 Hansen, Jaumard, Savard (CR14) 1992; 13 A Sinha (718_CR33) 2018; 22 B Roy (718_CR29) 1971; 1 (718_CR10) 1985 E Filatovas (718_CR12) 2017; 25 S Sinha (718_CR31) 2003; 136 A Charnes (718_CR6) 1961 S Sinha (718_CR30) 2003; 30 PL Yu (718_CR37) 1985 S Zionts (718_CR38) 1980 (718_CR34) 1977 JL Cohon (718_CR7) 1975; 11 A Sinha (718_CR32) 2016; 20 IA Baky (718_CR1) 2009; 160 (718_CR11) 2005 718_CR15 IA Baky (718_CR2) 2010; 34 P Hansen (718_CR14) 1992; 13 CL Hwang (718_CR16) 1979 T Perić (718_CR27) 2019 UP Wen (718_CR36) 1991; 62 V Chankong (718_CR5) 1983 J Matejaš (718_CR22) 2014; 243 718_CR9 718_CR8 S Mishra (718_CR24) 2007; 183 KR MacCrimmon (718_CR21) 1973 T Perić (718_CR26) 2018; 26 RE Steuer (718_CR35) 1985 SM Lee (718_CR20) 1972 YJ Lai (718_CR19) 1996 RJ Benayoun (718_CR4) 1971; 1 718_CR23 S Pramanik (718_CR28) 2007; 176 K Lachwani (718_CR18) 2014; 51 PC Fishburn (718_CR13) 1974; 20 (718_CR3) 1977 MS Osman (718_CR25) 2013; 3 JP Ignizio (718_CR17) 1976 |
| References_xml | – volume: 1 start-page: 366 issue: 3 year: 1971 end-page: 375 ident: CR4 article-title: Linear programming with multiple objective functions step method (STEM) publication-title: Math Program doi: 10.1007/BF01584098 – volume: 22 start-page: 276 issue: 2 year: 2018 end-page: 295 ident: CR33 article-title: A review on bilevel optimization: from classical to evolutionary approaches and applications publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2017.2712906 – year: 1961 ident: CR6 publication-title: Management models and industrial applications of linear programming I – year: 1985 ident: CR10 publication-title: Multiple criteria decision: methods and applications – year: 1977 ident: CR34 publication-title: Multiple Criteria Decision Making – TIMS Studies in the Management Sciences – year: 1972 ident: CR20 publication-title: Goal programming for decision analysis – year: 1979 ident: CR16 publication-title: Multiple objective decision making: methods and applications doi: 10.1007/978-3-642-45511-7 – volume: 26 start-page: 565 issue: 3 year: 2018 end-page: 583 ident: CR26 article-title: Comparative analysis of application efficiency of two iterative multi objective linear programming methods (MP method and STEM method) publication-title: CEJOR doi: 10.1007/s10100-018-0543-x – volume: 3 start-page: 927 issue: 6 year: 2013 end-page: 936 ident: CR25 article-title: A compromise weighted solution for multilevel linear programming problems publication-title: Int. J Eng Res Appl – volume: 51 start-page: 624 issue: 4 year: 2014 end-page: 637 ident: CR18 article-title: On solving multi-level multi objective linear programming problems through fuzzy goal programming approach publication-title: J Oper Res Soc India, Opsearch – year: 2005 ident: CR11 publication-title: Multiple criteria decision analysis. State of the art surveys – volume: 20 start-page: 199 issue: 2 year: 2016 end-page: 217 ident: CR32 article-title: Solving bilevel multi-criterion optimization problems with lower level decision uncertainty publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2015.2443057 – year: 1983 ident: CR5 publication-title: Multiobjective decision making: theory and methodology – volume: 11 start-page: 208 issue: 2 year: 1975 end-page: 220 ident: CR7 article-title: A review and evaluation of multiobjecctive programming techniques publication-title: Water Resour Res doi: 10.1029/WR011i002p00208 – volume: 1 start-page: 239 issue: 2 year: 1971 end-page: 266 ident: CR29 article-title: Problems and methods with multiple objective functions publication-title: Math Program doi: 10.1007/BF01584088 – ident: CR8 – year: 1996 ident: CR19 publication-title: Fuzzy multiple objective decision making – year: 1976 ident: CR17 publication-title: Goal programming and extensions – ident: CR23 – year: 1985 ident: CR37 publication-title: Multiple criteria decision making—concepts, techniques and extensions doi: 10.1007/978-1-4684-8395-6 – volume: 243 start-page: 746 year: 2014 end-page: 754 ident: CR22 article-title: A new iterative method for solving multiobjective linear programming problem publication-title: Appl Math Comput – volume: 13 start-page: 1194 year: 1992 end-page: 1217 ident: CR14 article-title: New branch-and-bound rules for linear bilevel programming publication-title: SIAM J Sci Stat Comput doi: 10.1137/0913069 – start-page: 540 year: 1980 end-page: 558 ident: CR38 article-title: Methods for solving management problems involving multiple objectives publication-title: Multiple criteria decision making theory and application. Lecture notes in economics and mathematical systems doi: 10.1007/978-3-642-48782-8_35 – volume: 25 start-page: 859 issue: 4 year: 2017 end-page: 878 ident: CR12 article-title: A preference-based multi-objective evolutionary algorithm R-NSGA-II with stochastic local search publication-title: CEJOR doi: 10.1007/s10100-016-0443-x – volume: 20 start-page: 1442 issue: 11 year: 1974 end-page: 1471 ident: CR13 article-title: Lexicographic orders, utilities and decision rules: a survey publication-title: Manage Sci doi: 10.1287/mnsc.20.11.1442 – volume: 34 start-page: 2377 year: 2010 end-page: 2387 ident: CR2 article-title: Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach publication-title: Appl Math Model doi: 10.1016/j.apm.2009.11.004 – ident: CR15 – volume: 136 start-page: 189 year: 2003 end-page: 202 ident: CR31 article-title: Fuzzy programming approach to multi-level programming problems publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(02)00362-7 – volume: 30 start-page: 1259 year: 2003 end-page: 1268 ident: CR30 article-title: Fuzzy mathematical programming applied to multi-level programming problems publication-title: Comput Oper Res doi: 10.1016/S0305-0548(02)00061-8 – volume: 160 start-page: 2701 year: 2009 end-page: 2713 ident: CR1 article-title: Fuzzy goal programming algorithm for solving decentralized bi-level multi-objective programming problems publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2009.02.022 – year: 1985 ident: CR35 publication-title: Multiple criteria optimization – ident: CR9 – volume: 62 start-page: 354 year: 1991 end-page: 362 ident: CR36 article-title: Efficient solutions for the linear bilevel programming problem publication-title: Eur J Oper Res doi: 10.1016/0377-2217(92)90124-R – start-page: 18 year: 1973 end-page: 44 ident: CR21 article-title: An overview of multiple objective decision making publication-title: Multiple criteria decision making – volume: 176 start-page: 1151 year: 2007 end-page: 1166 ident: CR28 article-title: Fuzzy goal programming approach to multilevel programming problems publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.08.024 – year: 1977 ident: CR3 publication-title: Conflicting Objectives in Decision – start-page: 125 year: 2019 end-page: 135 ident: CR27 article-title: A fuzzy linear programming approach to solve bi- level multi-objective linear programming problems publication-title: Advances in operational research in the balcans – volume: 183 start-page: 296 year: 2007 end-page: 302 ident: CR24 article-title: Weighting method for bi-level linear fractional programming problems publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2006.09.053 – start-page: 125 volume-title: Advances in operational research in the balcans year: 2019 ident: 718_CR27 – ident: 718_CR8 doi: 10.1007/978-1-4613-0307-7_6 – volume: 3 start-page: 927 issue: 6 year: 2013 ident: 718_CR25 publication-title: Int. J Eng Res Appl – volume: 183 start-page: 296 year: 2007 ident: 718_CR24 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2006.09.053 – volume: 25 start-page: 859 issue: 4 year: 2017 ident: 718_CR12 publication-title: CEJOR doi: 10.1007/s10100-016-0443-x – volume-title: Multiple Criteria Decision Making – TIMS Studies in the Management Sciences year: 1977 ident: 718_CR34 – volume: 30 start-page: 1259 year: 2003 ident: 718_CR30 publication-title: Comput Oper Res doi: 10.1016/S0305-0548(02)00061-8 – volume: 160 start-page: 2701 year: 2009 ident: 718_CR1 publication-title: Fuzzy Sets Syst doi: 10.1016/j.fss.2009.02.022 – volume: 62 start-page: 354 year: 1991 ident: 718_CR36 publication-title: Eur J Oper Res doi: 10.1016/0377-2217(92)90124-R – volume: 51 start-page: 624 issue: 4 year: 2014 ident: 718_CR18 publication-title: J Oper Res Soc India, Opsearch – ident: 718_CR23 – volume: 20 start-page: 1442 issue: 11 year: 1974 ident: 718_CR13 publication-title: Manage Sci doi: 10.1287/mnsc.20.11.1442 – volume-title: Fuzzy multiple objective decision making year: 1996 ident: 718_CR19 – volume: 20 start-page: 199 issue: 2 year: 2016 ident: 718_CR32 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2015.2443057 – volume-title: Multiple criteria decision analysis. State of the art surveys year: 2005 ident: 718_CR11 – start-page: 18 volume-title: Multiple criteria decision making year: 1973 ident: 718_CR21 – volume-title: Multiple criteria optimization year: 1985 ident: 718_CR35 – volume-title: Multiple criteria decision: methods and applications year: 1985 ident: 718_CR10 – volume-title: Multiple objective decision making: methods and applications year: 1979 ident: 718_CR16 doi: 10.1007/978-3-642-45511-7 – ident: 718_CR15 – volume: 243 start-page: 746 year: 2014 ident: 718_CR22 publication-title: Appl Math Comput doi: 10.1016/j.amc.2014.06.050 – volume: 136 start-page: 189 year: 2003 ident: 718_CR31 publication-title: Fuzzy Sets Syst doi: 10.1016/S0165-0114(02)00362-7 – ident: 718_CR9 – volume: 1 start-page: 366 issue: 3 year: 1971 ident: 718_CR4 publication-title: Math Program doi: 10.1007/BF01584098 – volume: 176 start-page: 1151 year: 2007 ident: 718_CR28 publication-title: Eur J Oper Res doi: 10.1016/j.ejor.2005.08.024 – volume-title: Conflicting Objectives in Decision year: 1977 ident: 718_CR3 – volume-title: Goal programming and extensions year: 1976 ident: 718_CR17 – volume: 34 start-page: 2377 year: 2010 ident: 718_CR2 publication-title: Appl Math Model doi: 10.1016/j.apm.2009.11.004 – volume: 11 start-page: 208 issue: 2 year: 1975 ident: 718_CR7 publication-title: Water Resour Res doi: 10.1029/WR011i002p00208 – volume: 22 start-page: 276 issue: 2 year: 2018 ident: 718_CR33 publication-title: IEEE Trans Evol Comput doi: 10.1109/TEVC.2017.2712906 – volume-title: Goal programming for decision analysis year: 1972 ident: 718_CR20 – volume: 1 start-page: 239 issue: 2 year: 1971 ident: 718_CR29 publication-title: Math Program doi: 10.1007/BF01584088 – volume-title: Multiple criteria decision making—concepts, techniques and extensions year: 1985 ident: 718_CR37 doi: 10.1007/978-1-4684-8395-6 – volume: 13 start-page: 1194 year: 1992 ident: 718_CR14 publication-title: SIAM J Sci Stat Comput doi: 10.1137/0913069 – volume-title: Management models and industrial applications of linear programming I year: 1961 ident: 718_CR6 – volume: 26 start-page: 565 issue: 3 year: 2018 ident: 718_CR26 publication-title: CEJOR doi: 10.1007/s10100-018-0543-x – start-page: 540 volume-title: Multiple criteria decision making theory and application. Lecture notes in economics and mathematical systems year: 1980 ident: 718_CR38 doi: 10.1007/978-3-642-48782-8_35 – volume-title: Multiobjective decision making: theory and methodology year: 1983 ident: 718_CR5 |
| SSID | ssj0021906 |
| Score | 2.2188075 |
| Snippet | In practical problems, which can be stated in the form of multi objective programming problem, we have usually a large set of efficient solutions. So, which... |
| SourceID | proquest gale crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 967 |
| SubjectTerms | Business and Management Decision making Mathematical optimization Mathematical research Methods Numerical methods Operations research Operations Research/Decision Theory Priorities Programming |
| SummonAdditionalLinks | – databaseName: Springer Journals dbid: RSV link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8MwDI4QcIADb8RgoBxAHKBS26SPndCEmDhNk3jtFiWZy8ajQ-vG78fJ0j14SXCpKtVpUyex49j-TMhxzFPtcya9QGfM4yAzL5Uy8kIp4xqozAelbLGJpNlM2-1ayyWFFWW0e-mStJJ6JtktMFnQocmERonqoc2zFBm0GWOj39xPzCxUceOcIoaf5HHbpcp8_445dfRZKH_xjlql01j_X3c3yJrbZNL6eFZskgXIt8jqDPTgNmk9dHu6S8EiSKDioeUcpL2c2ihD2ldPY2lIXRDXK7akrgINLbqmODZVQIfyGfKLHXLXuLq9vPZcdQVP8zQaeilAon1ldbROuC81WhoKZR_jGbBUsyAMO36iM0hiwH0I4B2kCgKIo45inO2Sxbyfwx6hfmpOUiXTIcS8prJaKFEMJAEwluCABxUSlEwW2kGPmwoYL2IKmmy4JZBbwnJLYJuzSZu3MfDGr9QnZuyEq9yJl8KcbRSPclQUop7gxssgzUcVcmrpzOrFHmjpkhDwPwwO1hxltZwGwi3rQoTGzWicxXGFnJfDPn38c__2_0Z-QFZCEztjY9mqZHE4GMEhWdbvw14xOLLT_QNdFvhj priority: 102 providerName: Springer Nature |
| Title | Which efficient solution in multi objective programming problem should be taken? |
| URI | https://link.springer.com/article/10.1007/s10100-020-00718-1 https://www.proquest.com/docview/2545804246 |
| Volume | 29 |
| WOSCitedRecordID | wos000612265700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAVX databaseName: Springer Nature - Connect here FIRST to enable access customDbUrl: eissn: 1613-9178 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0021906 issn: 1435-246X databaseCode: RSV dateStart: 20060201 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9wwELZ49NAegL7UBYp8KOqhtZrETpw9IUCgSlVXK6Bl24tleyfd5ZEFsvT3d8brsKVVufQyShQ7cTKTGXs8Mx9jbwpV-kRJK1JfSaHAVqK0NheZtUUXXJWAcwFsQvd65WDQ7UeHWxPDKludGBT1cOLJR_4hox0e2qcrdq6uBaFG0e5qhNBYZMtUqQzlfHnvoNc_ultyobmb5RdJfLwqBjFtJibPpZRVnVFmNWpokd4zTX8q6L92SoMBOlz936GvsZU49eS7M1l5yhagfsae_FaQ8Dnrn47GfsQh1JVAc8RbyeTjmofYQz5xZzMdyWNo1yX25BGXhjcjgszmDvjUnkO984J9OTw42f8oIuaC8KrMp6IE0D5xwXJ7rRLrcf3hUCNKVYEsvUyzbJhoX4EuAGcngEdQOkihyIdOKvmSLdWTGl4xnpTkX7XSZ1Corqu6mUXloFOQUqMYpB2Wtp_b-FiQnHAxLsy8lDKxyCCLTGCRwT7v7vpczcpxPNh6m7hoIp4nkoY8Hs0Pe9s0ZlfjdIzqz-cd9ja0o38aR-BtTE3A96DqWPdabrYsNvFnb8ycvx32vhWS-eV_j2_94bttsMcZRdCEiLZNtjS9uYXX7JH_OR03N1tsUZ9-24oCj2eftED6Odknqo-R9vPvSI-Ov_4CaQYJ0A |
| linkProvider | ProQuest |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VggQceCMWCvhAxQGiJrY3yR5QVRWqVm1XPRSxN2N7J-zyyJZmC-JP8RuZcZwuBdFbD1yiSLEtO_5mPj_mAfAs16VPtbJJ5iuVaLRVUlrbT6S1-QBdlaJzIdlEMRyWo9HgYAl-dr4wbFbZ6cSgqMczz2fka5JvePieLl8_-ppw1ii-Xe1SaLSw2MUf32nL1rzaeU3zuyrl1pvDze0kZhVIvC7786RELHzqAjf5QqfW0wrbkcwrXaEqvcqkHKeFr7DIkfgX6Q1Lhxnm_bFTWlG7l-Cypo0Xy9V-unm6wSNybb2ZFA1W56PopBNd9TL24Zbsx018kGRniPBPOvjrXjbQ3dbN_-1H3YIbcWEtNlpJuA1LWN-B67-FW7wLB-8mUz8RGKJmENmKTu7EtBbBslLM3MeWAUQ0XPtCNUXMuiOaCScEFw7F3H7Cev0evL2QId2H5XpW4wMQacmnx1Z5ibkeuGogLam-IkOlCgJ51oOsm17jY7h1zvrx2SwCRTMkDEHCBEgYqvPitM5RG2zk3NKrjBoTs5XSo-HznOaDPWkas1HQYpOj6_d78DyUY41FPfA2Ol7QODj215mSKx2kTFRljVngqQcvO1AuPv-7fw_Pb-0pXN0-3N8zezvD3UdwTbKtULDdW4Hl-fEJPoYr_tt82hw_CUIm4P1Fg_UX63BgOA |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LbxMxEB6VghAceCMCBXyg4gCr7treRw6oqigRVVGUA4iIi7GdWRIeSemmIP4av44Zr7ehIHrrgctqpbUte_15PtvzAnhU6MqnWtkk87VKNNo6qazNE2lt0UdXp-hcSDZRDofVeNwfrcHPzheGzSo7mRgE9WTh-Y58S7KGh_V0xVYdzSJGu4Ptg68JZ5BiTWuXTqOFyD7--E7Ht-bZ3i7N9aaUgxevn79MYoaBxOsqXyYVYulTF3jKlzq1nnbbjta_0jWqyqtMykla-hrLAomLkd6wcphhkU-c0oraPQfnS11UbE42yt8dH_aIaFvPJkUD18U4OuxEt72M_bkl-3QTNyTZCVL8kxr-0tEG6htc_Z9_2jW4EjfcYqddIddhDec34PJvYRhvwujtdOanAkM0DSJh0a1HMZuLYHEpFu5jywwiGrR9oZoiZuMRzZQThQuHYmk_4Xz7Frw5kyHdhvX5Yo53QKQV3ypb5SUWuu_qvrQkEssMlSoJ_FkPsm6qjY9h2DkbyGezCiDN8DAEDxPgYajOk-M6B20QklNLbzKCTMxiSo-G73maD_aoacxOSZtQjrqf9-BxKMeSjHrgbXTIoHFwTLATJTc6eJko4hqzwlYPnnYAXX3-d__unt7aQ7hIGDWv9ob79-CSZBOiYNK3AevLwyO8Dxf8t-WsOXwQ1puA92eN1V92TmlI |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Which+efficient+solution+in+multi+objective+programming+problem+should+be+taken%3F&rft.jtitle=Central+European+journal+of+operations+research&rft.au=Mateja%C5%A1+Josip&rft.au=Tunjo%2C+Peri%C4%87&rft.au=Mlinari%C4%87+Danijel&rft.date=2021-09-01&rft.pub=Springer+Nature+B.V&rft.issn=1435-246X&rft.eissn=1613-9178&rft.volume=29&rft.issue=3&rft.spage=967&rft.epage=987&rft_id=info:doi/10.1007%2Fs10100-020-00718-1&rft.externalDBID=HAS_PDF_LINK |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1435-246X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1435-246X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1435-246X&client=summon |